Adaptive blood glucose control for intensive care applications

作者：Ottavian Matteo; Barolo Massimiliano; Zisser Howard; Dassau Eyal; Seborg Dale E^*

来源：Computer Methods and Programs in Biomedicine, 2013, 109(2): 144-156.

DOI：10.1016/j.cmpb.2012.01.011

• ICU
• Adaptive control
• Insulin sensitivity
• On-line tuning

Control of blood glucose concentration for patients in intensive care units (ICUs) has been demonstrated to be beneficial in reducing mortality and the incidence of serious complications, for both diabetic and non-diabetic patients. However, the high degree of variability and uncertainty characterizing the physiological conditions of critically ill subjects makes automated glucose control quite difficult; consequently, traditional, nurse-implemented protocols are widely employed. These protocols are based on infrequent glucose measurements, look-up tables to determine the appropriate insulin infusion rates, and bedside insulin administration. In this paper, a novel automatic adaptive control strategy based on frequent glucose measurements and a self-tuning control technique is validated based on a simulation study for 200 virtual patients. The adaptive control strategy is shown to be highly effective in controlling blood glucose concentration despite the large degree of variability in the blood glucose response exhibited by the 200 simulated patients.

• 出版日期2013-2